Metric Learning

Pragmatically similar utterance finder demonstration Interspeech 2024 ProcSim: Proxy-Based Confidence for Robust Similarity Learning WACV 2024 Prototypical Hash Encoding for On-the-Fly Fine-Grained Category Discovery NeurIPS 2024 Rayleigh Quotient Graph Neural Networks for Graph-level Anomaly Detection ICLR 2024 Reasoning Multi-Agent Behavioral Topology for Interactive Autonomous Driving NeurIPS 2024 REBAR: Retrieval-Based Reconstruction for Time-series Contrastive Learning ICLR 2024 Relational Proxy Loss for Audio-Text based Keyword Spotting Interspeech 2024 REMATCH: Robust and Efficient Matching of Local Knowledge Graphs to Improve Structural and Semantic Similarity NAACL 2024 RepMatch: Quantifying Cross-Instance Similarities in Representation Space EMNLP 2024 ResMatch: Residual Attention Learning for Feature Matching AAAI 2024 RETSim: Resilient and Efficient Text Similarity ICLR 2024 Revisiting Deep Audio-Text Retrieval Through the Lens of Transportation ICLR 2024 RMLR: Extending Multinomial Logistic Regression into General Geometries NeurIPS 2024 Robot Policy Learning with Temporal Optimal Transport Reward NeurIPS 2024 Robust Contrastive Multi-view Kernel Clustering IJCAI 2024 Robust Noisy Correspondence Learning with Equivariant Similarity Consistency CVPR 2024 SATLab at SemEval-2024 Task 1: A Fully Instance-Specific Approach for Semantic Textual Relatedness Prediction SemEval 2024 SciGisPy: a Novel Metric for Biomedical Text Simplification via Gist Inference Score EMNLP 2024 SCoRD: Subject-Conditional Relation Detection With Text-Augmented Data WACV 2024 SDGMNet: Statistic-Based Dynamic Gradient Modulation for Local Descriptor Learning AAAI 2024 Searching by Code: A New SearchBySnippet Dataset and SnippeR Retrieval Model for Searching by Code Snippets COLING 2024 SEC: Context-Aware Metric Learning for Efficient Emotion Recognition in Conversation ACL 2024 SIERA: An Evaluation Metric for Text Simplification using the Ranking Model and Data Augmentation by Edit Operations COLING 2024 SigmML: Metric Meta-Learning for Writer Independent Offline Signature Verification in the Space of SPD Matrices WACV 2024 Skill-aware Mutual Information Optimisation for Zero-shot Generalisation in Reinforcement Learning NeurIPS 2024